Skip to main content

Advertisement

Log in

Use of four drought indices for evaluating drought characteristics under climate change in Shaanxi, China: 1951–2012

  • Original Paper
  • Published:
Natural Hazards Aims and scope Submit manuscript

Abstract

Drought severity was simulated with four drought indices to examine the impacts of climate change on drought conditions in Shaanxi province over the period 1951 to 2012. The drought metrics analyzed were based on the original Palmer drought severity index (orPDSI), self-calibrated PDSI (scPDSI), the standardized precipitation index (SPI) and the standardized precipitation evapotranspiration index (SPEI). Both Thornthwaite (Thor) and Penman–Monteith (PM) parameterizations were used to calculate potential evapotranspiration (PET), and the differences between two PET estimators were studied. Nonparametric Mann–Kendall monotonic test was used to examine the trends of hydroclimatic data. Series of drought indices were compared at five meteorological stations with different climate characteristics, located in the north, central and south parts of Shaanxi province, respectively. Effects of climate change in drought conditions were investigated with hypothetical progressive precipitation decrease (−15 %) and temperature increase (2 °C). The results showed that there was discrepancy between PET estimated using the Thor and PM parameterization estimators, while the SPEI calculated with the two PET estimators are found to be similar. The SPEI has the combined advantages over the scPDSI and the SPI, considering the effect of temperature variability on drought severity and its multi-scalar characteristic, while scPDSI has an inherent approximately 12-month time scale. The Pearson’s correlation is used to compare the three pairs of drought indices combinations at different time scales. Under climate change conditions, the drought severity increases with the decline of precipitation and higher water demand as a result of the temperature increase based on the metrics of the scPDSI, the SPI and the SPEI.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements-FAO irrigation and drainage paper 56. FAO, Rome 300:6541

    Google Scholar 

  • Begueria S, Vicente-Serrano SM, Angulo-Martinez M (2010) A multiscalar global drought dataset: the SPEIBASE A new gridded product for the analysis of drought variability and impacts. B Am Meteorol Soc 91:1351–1354

    Article  Google Scholar 

  • Bhalme HN, Mooley DA (1980) Large-scale droughts-floods and monsoon circulation. Mon Weather Rev 108:1197–1211

    Article  Google Scholar 

  • Cai QF, Liu Y, Song HM, Sun JY (2008) Tree-ring-based reconstruction of the April to September mean temperature since 1826 AD for north-central Shaanxi Province, China. Sci China Ser D 51:1099–1106

    Article  Google Scholar 

  • Dai AG (2011) Characteristics and trends in various forms of the Palmer drought severity index during 1900–2008. J Geophys Res Atmos 116:D12115

  • Dai AG (2013) Increasing drought under global warming in observations and models. Nat Clim Change 3:52–58

    Article  Google Scholar 

  • Dai A, Trenberth KE, Karl TR (1998) Global variations in droughts and wet spells: 1900–1995. Geophys Res Lett 25:3367–3370

    Article  Google Scholar 

  • Droogers P, Allen RG (2002) Estimating reference evapotranspiration under inaccurate data conditions. Irrig Drain Syst 16:33–45

    Article  Google Scholar 

  • Dubrovsky M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2009) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171

    Article  Google Scholar 

  • Gan TY (1998) Hydroclimatic trends and possible climatic warming in the Canadian Prairies. Water Resour Res 34:3009–3015

    Article  Google Scholar 

  • Gobena AK, Gan TY (2013) Assessment of trends and possible climate change impacts in summer moisture availability in western Canada based on metrics of the Palmer drought severity index. J Clim 26:4583–4595

    Article  Google Scholar 

  • Jiang R, Gan TY, Xie J, Wang N (2014) Spatiotemporal variability of Alberta’s seasonal precipitation, their teleconnection with large-scale climate anomalies and sea surface temperature. Int J Climatol 34:2899–2917

    Article  Google Scholar 

  • Kogan FN (1997) Global drought watch from space. B Am Meteorol Soc 78:621–636

  • Li B, Su H, Chen F, Wu J, Qi J (2013) The changing characteristics of drought in China from 1982 to 2005. Nat Hazards 68:723–743

    Article  Google Scholar 

  • Liu WL, Zhang MJ, Wang SJ, Wang BL, Li F, Che YJ (2013) Changes in precipitation extremes over Shaanxi province, northwestern China, during 1960–2011. Quat Int 313:118–129

    Article  Google Scholar 

  • Lloyd-Hughes B, Saunders MA (2002) A drought climatology for Europe. Int J Climatol 22:1571–1592

    Article  Google Scholar 

  • Mavromatis T (2007) Drought index evaluation for assessing future wheat production in Greece. Int J Climatol 27:911–924

    Article  Google Scholar 

  • McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. In: Proceedings of the 8th conference on applied climatology, American Meteorological Society, Boston, MA 17(22):179–183

  • Pachauri R, Reisinger A (eds) (2008) Climate change 2007: synthesis report. Contribution of working groups I, II and III to the fourth assessment report of the intergovernmental panel on climate change. Intergovernmental panel on climate change (IPCC): Geneva, Switzerland

  • Palmer WC (1965) Meteorological drought. US Department of Commerce, Weather Bureau, Washington

    Google Scholar 

  • Palmer WC (1968) Keeping track of crop moisture conditions, nationwide: the new crop moisture index. Weatherwise 21(4):156–161

  • Patel NR, Chopra P, Dadhwal VK (2007) Analyzing spatial patterns of meteorological drought using standardized precipitation index. Meteorol Appl 14:329–336

    Article  Google Scholar 

  • Qiu J (2010) China drought highlights future climate threats. Nature 465:142–143

    Article  Google Scholar 

  • Sheffield J, Andreadis KM, Wood EF, Lettenmaier DP (2009) Global and continental drought in the second half of the twentieth century: severity-area-duration analysis and temporal variability of large-scale events. J Clim 22:1962–1981

    Article  Google Scholar 

  • Sheffield J, Wood EF, Roderick ML (2012) Little change in global drought over the past 60 years. Nature 491:435

    Article  Google Scholar 

  • Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94

    Article  Google Scholar 

  • van der Schrier G, Jones PD, Briffa KR (2011) The sensitivity of the PDSI to the Thornthwaite and Penman-Monteith parameterizations for potential evapotranspiration. J Geophys Res Atmos 116:D03106

  • Vicente-Serrano SM (2007) Evaluating the impact of drought using remote sensing in a Mediterranean, semi-arid region. Nat Hazards 40:173–208

    Article  Google Scholar 

  • Vicente-Serrano SM, Begueria S, Lopez-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718

    Article  Google Scholar 

  • Vicente-Serrano SM, Begueria S, Lopez-Moreno JI, Angulo M, El Kenawy A (2010b) A new global 0.5 degrees gridded dataset (1901-2006) of a multiscalar drought index: comparison with current drought index datasets based on the palmer drought severity index. J Hydrometeorol 11:1033–1043

    Article  Google Scholar 

  • Webb RW, Rosenzweig CE, Levine ER (2000) Global soil texture and derived water-holding capacities (Webb et al.). Data set. available on-line [http://www.daac.ornl.gov] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA

  • Wells N, Goddard S, Hayes MJ (2004) A self-calibrating Palmer drought severity index. J Clim 17:2335–2351

    Article  Google Scholar 

  • Wilhite DA, Glantz MH (1985) Understanding: the drought phenomenon: the role of definitions. Water Int 10:111–120

    Article  Google Scholar 

  • Xin-Gang D, Cong-Bin F, Ping W (2005) Interdecadal change of atmospheric stationary waves and North China drought. Chin Phys 14:850

    Article  Google Scholar 

  • Yue S, Pilon P, Phinney B, Cavadias G (2002) The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 16:1807–1829

    Article  Google Scholar 

  • Zhao XN, Wu P (2013) Meteorological drought over the Chinese loess plateau: 1971–2010. Nat Hazards 67:951–961

    Article  Google Scholar 

  • Zou X, Zhai P, Zhang Q (2005) Variations in droughts over China: 1951–2003. Geophys Res Lett 32:L04707

    Google Scholar 

Download references

Acknowledgments

This work has been partly supported by the National Natural Science Foundation of China (Grant Nos. 51109175, 51109177 and 51209170), Research Foundation of State Key Laboratory Base of Eco-Hydraulic Engineering in Arid Area (Grant No. 2013ZZKT-5), Doctoral Start-up Foundation of Xi’an University of Technology (Grant No. 118-211413). The monthly hydroclimatic variables were provided by China National Climate Center (available at http://ncc.cma.gov.cn), and AWC data were obtained from Distributed Active Archive Center (DAAC) (available at http://daac.ornl.gov/SOILS/guides/Webb.html). The authors thank Drs. Thian Yew Gan, Santiago Beguería, Sergio M. Vicente-Serrano, and Xuezhi Tan for their assistance on this study. The comments of the anonymous reviewers have improved our manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rengui Jiang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jiang, R., Xie, J., He, H. et al. Use of four drought indices for evaluating drought characteristics under climate change in Shaanxi, China: 1951–2012. Nat Hazards 75, 2885–2903 (2015). https://doi.org/10.1007/s11069-014-1468-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11069-014-1468-x

Keywords

Navigation